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Mina Norouzirad. Published 16 articles in journals. Has 1 section(s) of books and 2 book(s).
Identification

Personal identification

Full name
Mina Norouzirad

Citation names

  • Norouzirad, Mina
  • Norouzirad, M.

Author identifiers

Ciência ID
D915-C82C-8F26
ORCID iD
0000-0003-0311-6888

Email addresses

  • mina.norouzirad@gmail.com (Professional)
  • m.norouzirad@fct.unl.pt (Professional)

Knowledge fields

  • Exact Sciences - Mathematics - Statistics and Probability

Languages

Language Speaking Reading Writing Listening Peer-review
English Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Affiliation

Positions / Appointments

Category
Host institution 		Employer
2025/07/25 - Current Assistant Researcher (Research) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
Outputs

Publications

Book
  1. A. K. Ehsanes Saleh; Mohammad Arashi; Mina Norouzirad. Rank-Based Statistical Theory and Methods for Selection and Shrinkage Estimation. 2022.
Book chapter
  1. Norouzirad, M; Arashi, M; Marques, FJ; Esmaeili, F. "Robust Estimation Through Preliminary Testing Based on the LAD-LASSO". 2022.
    10.1007/978-3-031-13971-0_19
  2. Yüzbasi, B.; Ahmed, S.E.; Arashi, M.; Norouzirad, M.. "LAD, LASSO and related strategies in regression models". 2020.
    10.1007/978-3-030-21248-3_32
Conference paper
  1. Eliana Ibrahimi; Mina Norouzirad; Melisa Meto; Marta B. Lopes. "Regularized Generalized Linear Models to Disclose Host-Microbiome Associations in Colorectal Cancer". 2023.
    10.1145/3613347.3613362
Conference poster
  1. Augusto, Vítor; Moura, Ricardo; Norouzirad, Mina; Fonseca, Miguel. Corresponding author: Augusto, Vítor. "PSInference: A Package for Synthetic Data". Paper presented in PhD Day @ NOVA FCT, 2025.
Journal article
  1. Mina Norouzirad; Filipe J. Marques; Danial Mazarei. "Subspace-Restricted Elastic Net Estimation: Applications in Medical Data". Mathematical Methods in the Applied Sciences (2025): https://doi.org/10.1002/mma.10818.
    10.1002/mma.10818
  2. Raheleh Karimi; Mina Norozirad; Foad Esmaeili; Marjan Mansourian; Hamid R. Marateb. "COVID-19 Vaccination and Cardiovascular Events: A Systematic Review and Bayesian Multivariate Meta-Analysis of Preventive Benefits and Risks". International Journal of Preventive Medicine 16 (2025): http://dx.doi.org/10.4103/ijpvm.ijpvm_260_24.
    10.4103/ijpvm.ijpvm_260_24
  3. M. Norouzirad; R. Moura; M. Arashi; F. J. Marques. "Marginalized LASSO in the low-dimensional difference-based partially linear model for variable selection". Journal of Applied Statistics (2025): https://doi.org/10.1080/02664763.2024.2372676.
    10.1080/02664763.2024.2372676
  4. Carlos A. Coelho; Mina Norouzirad; Filipe J. Marques. "Testing the hypothesis of a nested block covariance matrix structure with applications to medicine and natural sciences". Mathematical Methods in the Applied Sciences (2025): https://doi.org/10.1002/mma.10377.
    10.1002/mma.10377
  5. Frederico Caeiro; Mina Norouzirad. "Comparing Estimation Methods for the Power–Pareto Distribution". Econometrics (2024): https://doi.org/10.3390/econometrics12030020.
    10.3390/econometrics12030020
  6. Hamid Reza Marateb; Mina Norouzirad; Kouhyar Tavakolian; Faezeh Aminorroaya; Mohammadreza Mohebbian; Miguel Angel Mañanas; Sergio Romero; Ramin Sami; Marjan Mansourian. "Predicting COVID-19 Hospital Stays with Kolmogorov–Gabor Polynomials: Charting the Future of Care". Information 14 11 (2023): 590-590. http://dx.doi.org/10.3390/info14110590.
    10.3390/info14110590
  7. A. F. Lukman; M. Norouzirad; F. J. Marques; D. Mazarei. "Combining Kibria-Lukman and principal component estimators for the distributed lag models". Behaviormetrika (2023): https://doi.org/10.1007/s41237-023-00198-y.
    10.1007/s41237-023-00198-y
  8. Filipe Marques; Joana Diogo; Mina Norouzirad; Regina Bispo. "Testing the independence of variables for specific covariance structures: A simulation study". Mathematical Methods in the Applied Sciences 46 9 (2023): 10421-10434. http://dx.doi.org/10.1002/mma.9130.
    10.1002/mma.9130
  9. Rao, GS; Norouzirad, M; Mazarei, D. "Neutrosophic Generalized Exponential Distribution with Application". Neutrosophic Sets and Systems (2023): https://www.authenticus.pt/P-00Y-BVX.
    10.5281/zenodo.7832786
  10. Norouzirad, M; Rao, GS; Mazarei, D. "Neutrosophic Generalized Rayleigh Distribution with Application". Neutrosophic Sets and Systems (2023): https://www.authenticus.pt/P-00Z-AFA.
    10.5281/zenodo.8404464
  11. Mina Norouzirad; Mohammad Arashi; Filipe J. Marques; Naushad A. Mamod Khan. "Feasible Stein-Type and Preliminary Test Estimations in the System Regression Model". Statistics, Optimization & Information Computing (2022): https://publons.com/wos-op/publon/64126589/.
    10.19139/SOIC-2310-5070-1589
  12. Mohammad Arashi; Mina Norouzirad; Mahdi Roozbeh; Naushad Mamode Khan. "A High-Dimensional Counterpart for the Ridge Estimator in Multicollinear Situations". Mathematics (2021): https://doi.org/10.3390/math9233057.
    10.3390/math9233057
  13. Mina Norouzirad; Mohammad Arashi; Mahdi Roozbeh. "Differenced-Based Double Shrinking in Partial Linear Models". Journal of Computational Statistics and Modeling (2021): https://jcsm.atu.ac.ir/article_9254.html.
    10.22054/jcsm.2018.33896.1008
  14. A. K. Md. Ehsanes Saleh; Radim Navrátil; Mina Norouzirad. "Rank theory approach to ridge, LASSO, preliminary test and Stein-type estimators: A comparative study". Canadian Journal of Statistics 46 4 (2018): 690-704. https://doi.org/10.1002/cjs.11480.
    10.1002/cjs.11480
  15. A.K.Md. Ehsanes Saleh; M. Norouzirad. "On Shrinkage Estimation: Non-orthogonal Case". Statistics, Optimization & Information Computing 6 3 (2018): https://doi.org/10.19139%2Fsoic.v6i3.582.
    10.19139/soic.v6i3.582
  16. Mohammad Arashi; Mina Norouzirad; S. Ejaz Ahmed; Bahadir Yüzbasi. "Rank-based Liu regression". Computational Statistics 33 3 (2018): 1525-1561. https://doi.org/10.1007%2Fs00180-018-0809-8.
    10.1007/s00180-018-0809-8
  17. Norouzirad, M.; Arashi, M.. "Preliminary test and Stein-type shrinkage LASSO-based estimators". SORT 42 1 (2018): 45-58. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049185244&partnerID=MN8TOARS.
    10.2436/20.8080.02.68
  18. Norouzirad, M.; Hossain, S.; Arashi, M.. "Shrinkage and penalized estimators in weighted least absolute deviations regression models". Journal of Statistical Computation and Simulation 88 8 (2018): 1557-1575. http://www.scopus.com/inward/record.url?eid=2-s2.0-85042228282&partnerID=MN8TOARS.
    10.1080/00949655.2018.1441415
  19. A. K. Md. Ehsanes Saleh; M. Arashi; M. Norouzirad; B M Goalm Kibria. "On shrinkage and selection: ANOVA model". Journal of Statistical Research (2018): https://publons.com/wos-op/publon/64126579/.
    10.47302/JSR.2017510205
  20. Mina Norouzirad; Mohammad Arashi; Department of Statistics; Shahrood University of Technology; Shahrood; Iran.. "Studying Limiting Behavior of Shrinkage Estimators in Penalized Regression Model with Rectangular Norm". Journal of Statistical Sciences 11 1 (2017): 149-174. https://doi.org/10.29252%2Fjss.11.1.149.
    10.29252/jss.11.1.149
  21. M. Norouzirad; M. Arashi; S. E. Ahmed. "Improved robust ridge M-estimation". Journal of Statistical Computation and Simulation 87 18 (2017): 3469-3490. https://doi.org/10.1080%2F00949655.2017.1371174.
    10.1080/00949655.2017.1371174
  22. M. Norouzirad; M. Arashi. "Preliminary test and Stein-type shrinkage ridge estimators in robust regression". Statistical Papers (2017): https://doi.org/10.1007%2Fs00362-017-0899-3.
    10.1007/s00362-017-0899-3
  23. A.K.Md.Ehsanes Saleh; M.Arashi; M.Norouzirad. "Restricted LASSO and Double Shrinking". ArXiv (2015): https://publons.com/wos-op/publon/55742911/.
  24. Arashi, M.; Kibria, B.M.G.; Norouzirad, M.; Nadarajah, S.. "Improved preliminary test and Stein-rule Liu estimators for the ill-conditioned elliptical linear regression model". Journal of Multivariate Analysis 126 (2014): 53-74. http://www.scopus.com/inward/record.url?eid=2-s2.0-84893199062&partnerID=MN8TOARS.
    10.1016/j.jmva.2014.01.002
  25. M. Arashi; Anis Iranmanesh; M. Norouzirad; Hashem Salarzadeh Jenatabadi. "Bayesian analysis in multivariate regression models with conjugate priors". Statistics 48 6 (2013): 1324-1334. https://doi.org/10.1080%2F02331888.2013.809720.
    10.1080/02331888.2013.809720
  26. M. Arashi; M. Janfada; M. Norouzirad. "Singular Ridge Regression With Stochastic Constraints". Communications in Statistics - Theory and Methods 44 6 (2013): 1281-1292. https://doi.org/10.1080%2F03610926.2012.763097.
    10.1080/03610926.2012.763097
  27. M. Norouzirad; M. Arashi. "A note on loss estimation". Applied Mathematics Letters 25 4 (2012): 779-783. https://doi.org/10.1016%2Fj.aml.2011.10.005.
    10.1016/j.aml.2011.10.005
Preprint
  1. Ricardo Moura; Mina Norouzirad; Vitor Augusto; Miguel Fonseca. "PSInference: A Package to Draw Inference for Released Plug-in Sampling Single Synthetic Dataset". 2025.
  2. Indranil Gosh; Mina Norouzirad; Filipe J. Marques. "A Bivariate Poisson-Gamma Distribution: Statistical Properties and Practical Applications". 2025.

Other

Dataset
  1. Moura, R; Norouzirad, M; Augusto, V. PSinference: Inference for Released Plug-in Sampling Single Synthetic Dataset. 2023.
    10.32614/cran.package.psinference
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/09/20 - Current Mixed Survival Time-Varying Modeling Using Functional Data Analysis,
Co-supervisor
Isfahan University of Medical Sciences, Iran
2024/09/30 - 2025/12/16 Identification of Brain Tumor Molecular Subtypes via Regularized Classificstion Using Correlation-Based Penalty
Supervisor
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2022/09/30 - 2023/07/10 Topic Modeling and Forecasting: A Case Study on Effect of News on Crude Oil Price
Supervisor
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2017/09/20 - 2019/07/01 A Model-Free Variable Selection Method for Reducing the Number of Redundant Variables
Co-supervisor
Shahrood University of Technology, Iran
2017/09/20 - 2019/07/01 On Variable Selection Methods in Regression Models with Time Series Errors
Co-supervisor
Shahrood University of Technology, Iran
2017 - 2019 On Variable Selection Methods in High Dimensional Regression Models
Co-supervisor
2017 - 2019 Comparison of Bone Density of Young Female Athletes in Chess and Futsal
Co-supervisor

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2025/09/09 - 2026/01/17 Statistics and Information Systems (Licenciatura) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2025/09/10 - 2025/11/30 Projects in Mathematics (Licenciatura) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2019/09/20 - 2020/02/10 Sampling Methods Statistics (Licence) Semnan University, Iran
2019/09/20 - 2020/02/10 Regression Statistics (Licence) Ferdowsi University of Mashhad Neyshabour Faculty of Arts, Iran
2019/09/20 - 2020/02/10 Statistical Methods Statistics (Licence) Ferdowsi University of Mashhad Neyshabour Faculty of Arts, Iran
2019/02/10 - 2019/07/01 Combinations Statistics (Licence) Ferdowsi University of Mashhad Neyshabour Faculty of Arts, Iran
2018/09/20 - 2019/02/10 Statistical Analysis for Management (Master) Islamic Azad University Mashhad Branch, Iran
2019 - 2019 Computational Statistics Statistics (Licence) Ferdowsi University of Mashhad Neyshabour Faculty of Arts, Iran
2019 - 2019 Discrete Multivariate Methods Statistics (Licence) Ferdowsi University of Mashhad Neyshabour Faculty of Arts, Iran
2019 - 2019 Advanced Programming Statistics (Licence)
2019 - 2019 Statistics for Civil Engineers (Licence) Semnan University, Iran
2018 - 2019 Statistics and Probabilities (Licence) Semnan University, Iran
2018 - 2019 Statistics for Business (Licence) Islamic Azad University Mashhad Branch, Iran
2017 - 2019 Engineering Statistics (Licence) Shahrood University of Technology, Iran
2017 - 2019 Management Statistics (Licence) Shahrood University of Technology, Iran
2018 - 2018 Applied Statistics (Licence) Semnan University, Iran
2018 - 2018 Introduction to Biostatistics (Licence) Islamic Azad University Mashhad Branch, Iran
2018 - 2018 Introduction to Statistics and Probability (Licence) Islamic Azad University Mashhad Branch, Iran
2018 - 2018 Introduction to Mathematics and Statistics (Licence) Islamic Azad University Mashhad Branch, Iran
2017 - 2017 Applied Statistics (Licence) Shahrood University of Technology, Iran
2015 - 2015 Mathematics and Statistics for Architecture (Licence) Shahrood University of Technology, Iran
2014 - 2015 Management Statistics (Licence) Shahrood University of Technology, Iran
2012 - 2013 Engineering Statistics Shahrood University of Technology, Iran
2012 - 2012 Statistics and Probabilities (Licence) Shahrood University of Technology, Iran